Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.148178 0.162174 0.177377 0.195201 0.215632 0.238442 0.266015
2025-04-27 0.129338 0.149600 0.173427 0.203899 0.242407 0.290257 0.355542
2025-05-04 0.116733 0.140494 0.170111 0.210596 0.265926 0.341196 0.455742
2025-05-11 0.107235 0.133068 0.166764 0.215370 0.286312 0.390798 0.566774
2025-05-18 0.098071 0.124554 0.160326 0.214167 0.297069 0.427661 0.668396
2025-05-25 0.088376 0.114115 0.149773 0.205145 0.293914 0.441255 0.733528
2025-06-01 0.081763 0.107230 0.143361 0.201178 0.297608 0.466320 0.827726
2025-06-08 0.077010 0.102501 0.139501 0.200465 0.306224 0.501486 0.955436
2025-06-15 0.073457 0.099167 0.137319 0.202009 0.318739 0.546529 1.124850
2025-06-22 0.067920 0.092463 0.129365 0.193025 0.310699 0.548430 1.187555
2025-06-29 0.063509 0.087166 0.123195 0.186419 0.306132 0.556666 1.271884
2025-07-06 0.059965 0.082970 0.118456 0.181802 0.304717 0.571516 1.383641
2025-07-13 0.058394 0.081793 0.118599 0.186059 0.322082 0.635181 1.696765
2025-07-20 0.057381 0.081430 0.120056 0.192916 0.346219 0.723631 2.182904
2025-07-27 0.056241 0.080775 0.120947 0.198794 0.369415 0.818405 2.814557
2025-08-03 0.054918 0.079723 0.121049 0.203119 0.389946 0.914050 3.605313
2025-08-10 0.052854 0.077314 0.118576 0.201991 0.397268 0.972331 4.291766
2025-08-17 0.049881 0.073233 0.112861 0.193667 0.385442 0.964022 4.513838
2025-08-24 0.047796 0.070554 0.109520 0.190005 0.385005 0.995541 5.124494
2025-08-31 0.046281 0.068767 0.107684 0.189347 0.392316 1.058265 6.188588
2025-09-07 0.045149 0.067576 0.106862 0.190772 0.405494 1.149713 7.907248
2025-09-14 0.042823 0.064216 0.101808 0.182473 0.390485 1.122146 8.082500
2025-09-21 0.040909 0.061505 0.097856 0.176362 0.380992 1.115851 8.595131